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Cheche launches 5 AI agents for NEV insurance

Cheche Group Inc. (CCG) announced the launch of the ABAO Agent Family, a suite of five specialized AI agents built on its proprietary vertical insurance LLM to serve the full new energy vehicle (NEV) insurance lifecycle.

(Neutral)
(Neutral)
Form Type
6-K

Rhea-AI Filing Summary

Cheche Group Inc. (CCG) announced the launch of the ABAO Agent Family, a suite of five specialized AI agents built on its proprietary vertical insurance LLM to serve the full new energy vehicle (NEV) insurance lifecycle. Two agents face external users: a claims companion that automates first notification of loss, damage assessment, and real-time claim updates across channels including in-vehicle systems and OEM apps, and an underwriting/pricing agent that delivers millisecond-level multi-dimensional risk analysis and a Cheche Score using more than 200 dynamic risk-control factors within a five-tier risk segmentation framework. The claims platform is live with Volkswagen Anhui and Avatr and fully integrated with PICC, Ping An, and China Pacific Insurance, with planned integration into Huawei’s Yinwang ecosystem. Three additional ABAO agents are deployed internally to automate customer service quality control and settlement workflows, driving a 30% increase in settlement workflow efficiency and a 50% increase in overall settlement processing efficiency without additional headcount. Cheche positions this as a shift from a digital transaction platform toward an AI-driven insurance infrastructure and Model-as-a-Service provider.

Positive

  • Launch of five AI agents creates an AI-driven insurance infrastructure across the full NEV insurance value chain, potentially strengthening Cheche Group Inc.’s competitive positioning.
  • Internal ABAO agents have increased settlement workflow efficiency by 30% and overall settlement processing efficiency by 50% with no incremental headcount, indicating meaningful operational leverage.
  • The NEV pricing model is commercially deployed in 100+ cities with agreements with over 200 insurance companies, demonstrating broad market adoption of Cheche’s technology.

Negative

  • None.
ABAO AI agents 5 agents Size of the ABAO Agent Family suite launched across the NEV insurance value chain
NEV risk-control factors more than 200 factors Number of dynamic risk-control factors used in Cheche’s NEV intelligent pricing model
Risk segmentation framework 5 tiers Five-tier risk segmentation framework for per-vehicle dynamic NEV pricing
City deployment of NEV pricing model more than 100 cities Commercial deployment footprint of Cheche’s NEV intelligent pricing model in China
Insurance company agreements more than 200 companies Number of leading insurance companies with agreements for Cheche’s NEV pricing model
Settlement workflow efficiency increase 30% Increase in settlement workflow efficiency from internal ABAO agents
Overall settlement processing efficiency increase 50% Increase in overall settlement processing efficiency from internal ABAO agents
Licensed branches around 108 branches Size of Cheche’s nationwide insurance distribution network in China
NEV technical
"Spanning the full NEV insurance lifecycle — from dynamic pricing"
Model-as-a-Service (MaaS) technical
"underpinning the Company’s evolution into a Model-as-a-Service (MaaS) platform"
Model-as-a-service (MaaS) is a cloud-based offering that lets businesses rent ready-made artificial intelligence or machine learning models through an online interface instead of building them in-house. Investors care because it can create steady subscription revenue, fast customer scaling, and lower customer setup costs—like renting a specialized tool rather than buying and maintaining it—but it also brings dependence on data quality, model updates, and regulatory or competitive risks.
ADAS/ADS technical
"across NEV structural characteristics and ADAS/ADS operating data"
ADAS (advanced driver-assistance systems) are electronic features in vehicles—like automatic braking, lane-keeping, and adaptive cruise control—that help a human driver operate more safely and comfortably. ADS (automated driving systems) are more capable technologies designed to perform driving tasks without a human actively controlling the vehicle. Investors care because these technologies affect vehicle costs, safety ratings, regulatory approval, liability exposure and competitive positioning—like adding smart autopilot features to a product line.
first notification of loss financial
"It automates the first notification of loss, the damage assessment"
Cheche Score financial
"risk analysis, including a Cheche Score rating, risk trend analysis"

FAQ

What product did Cheche Group Inc. (CCG) announce in this 6-K?

Cheche Group Inc. announced the launch of the ABAO Agent Family, a suite of five specialized AI agents built on its proprietary insurance large language model to support claims, underwriting, pricing, and internal operational workflows across the NEV insurance value chain.

How many AI agents are included in Cheche Group’s ABAO Agent Family?

The ABAO Agent Family includes five specialized AI agents. Two serve external users—NEV owners and carrier underwriters—while three are deployed internally to automate customer service quality control and settlement workflows for Cheche Group Inc.

What efficiency gains does CCG report from the internal ABAO agents?

Cheche Group reports that its internal ABAO agents increased settlement workflow efficiency by 30% and overall settlement processing efficiency by 50%, achieved without adding headcount, by automating quality control, cross-departmental settlement follow-up, and processing of non-standardized settlement documents.

Which partners are already using Cheche Group’s AI-powered claims platform?

The AI-powered claims platform is live with Volkswagen Anhui and Avatr, and fully integrated with PICC, Ping An, and China Pacific Insurance. Cheche Group also expects to complete integration with Huawei’s Yinwang ecosystem for NEV owners.

How widely is Cheche Group’s NEV pricing model deployed?

Cheche Group’s proprietary NEV intelligent pricing model is commercially deployed across more than 100 cities in China and supported by agreements with over 200 leading insurance companies, providing per-vehicle dynamic pricing using a five-tier risk segmentation framework.

What scale does Cheche Group Inc. (CCG) report for its distribution network?

Cheche Group states it has a nationwide network of around 108 branches licensed to distribute insurance policies across 25 provinces, autonomous regions, and municipalities in China, supporting its auto insurance technology and SaaS offerings.

AI-generated analysis. How Rhea-AI works. Not financial advice.

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UNITED STATES

SECURITIES AND EXCHANGE COMMISSION

Washington, D.C. 20549

 

FORM 6-K

 

REPORT OF FOREIGN PRIVATE ISSUER

PURSUANT TO RULE 13a-16 OR 15d-16

OF THE SECURITIES EXCHANGE ACT OF 1934

 

For the month of September 2026

 

Commission File Number 001-41801

 

Cheche Group Inc.

 

8/F, Desheng Hopson Fortune Plaza

13-1 Deshengmenwai Avenue

Xicheng District, Beijing 100088, China

(Address of principal executive offices)

 

Indicate by check mark whether the registrant files or will file annual reports under cover of Form 20-F or Form 40-F.

 

Form 20-F ☒ Form 40-F ☐

 

 

 

 

 

 

SIGNATURE

 

Pursuant to the requirements of the Securities Exchange Act of 1934, the registrant has duly caused this report to be signed on its behalf by the undersigned hereunto duly authorized.

 

  Dated: September 1, 2026
     
  By: /s/ Lei ZHANG
  Name: Lei ZHANG
  Title: Chief Executive Officer and Director

 

 

 

 

EXHIBIT INDEX

 

Exhibit Number   Description
99.1   Press Release

 

 

 

 

Exhibit 99.1

 

Cheche Group Launches ABAO Agent Family, Deploying AI Across the Full NEV Insurance Value Chain

 

BEIJING– September 1, 2026 – Cheche Group Inc. (NASDAQ: CCG) (“Cheche” or the “Company”), China’s leading auto insurance technology platform, today announced the launch of the ABAO Agent Family, a suite of five specialized AI agents built on Cheche’s proprietary vertical insurance large language model (“LLM”). Spanning the full NEV insurance lifecycle — from dynamic pricing optimization to claims processing and specialized diagnostics — the ABAO Agent Family marks Cheche’s strategic evolution from a digital insurance transaction platform into an AI-driven insurance infrastructure provider.

 

Redefining the NEV Insurance Experience for Vehicle Owners and Carriers

 

Two ABAO agents serve Cheche’s external ecosystem of vehicle owners and insurance carrier partners. The first, a claims companion agent, provides NEV owners with end-to-end intelligent support from the moment an incident occurs. It automates the first notification of loss, the damage assessment, and real-time claims status updates across multiple channels, including in-vehicle smart cockpit systems, customer service hotlines, and OEM mobile applications. The agent is powered by a fully automated claims platform that integrates leading open-source large model technologies with blockchain-based documentation, connecting OEM electronic parts catalogues with insurer direct repair networks to enable second-level damage assessment and intelligent loss calculation.

 

This platform is live with Volkswagen Anhui and Avatr, and fully integrated with PICC, Ping An, and China Pacific Insurance. Cheche also expects to complete integration with Huawei’s Yinwang ecosystem in the near term, extending coverage to Yinwang-affiliated vehicle owners.

 

The second external agent is a decision-grade underwriting and pricing tool built for insurance carrier professionals. Through a natural language interface, underwriters can retrieve millisecond-level multi-dimensional risk analysis, including a Cheche Score rating, risk trend analysis, and tailored renewal strategy,for any vehicle by inputting an order number, license plate, or VIN. The agent is powered by Cheche’s proprietary NEV intelligent pricing model, which analyzes more than 200 dynamic risk-control factors across NEV structural characteristics and ADAS/ADS operating data to deliver per-vehicle dynamic pricing across a five-tier risk segmentation framework. The model is commercially deployed across more than 100 cities in China, and Cheche has agreements in place with more than 200 leading insurance companies.

 

Driving Structural Efficiency Gains Across Cheche’s Platform

 

Three additional ABAO agents are deployed internally to streamline Cheche’s own service and operational workflows, underpinning the Company’s evolution into a Model-as-a-Service (MaaS) platform. These agents automate customer service quality control, cross-departmental settlement follow-up, and the processing of non-standardized carrier settlement documents. Together, they have delivered measurable operational improvements: settlement workflow efficiency has increased by 30% and overall settlement processing efficiency has increaed by 50%, with no incremental headcount.

 

“The ABAO Agent Family represents significant advancement in how Cheche deploys AI across the insurance value chain,” said Lei Zhang, Founder, CEO and Chairman of Cheche Group. “From the moment a vehicle owner initiates a claim, to the pricing and underwriting decisions made by our carrier partners, to the settlement workflows orchestrated within our own platform — every step of the insurance lifecycle is now enhanced by AI.

 

“While we are in the early stages of fully realizing the commercial potential of this AI-driven infrastructure, the strong traction and enthusiasm we are seeing across our carrier and OEM partnerships gives us confidence in the strategic direction we are building toward.”

 

 

 

 

Safe Harbor Statements

 

This press release includes “forward-looking statements” within the meaning of the “safe harbor” provisions of the United States Private Securities Litigation Reform Act of 1995. Forward-looking statements may be identified by the use of words such as “estimate,” “plan,” “project,” “forecast,” “intend,” “will,” “expect,” “anticipate,” “believe,” “seek,” “target” or other similar expressions that predict or indicate future events or trends or that are not statements of historical matters. These forward-looking statements also include, but are not limited to, statements regarding existing and new partnerships and customer relationships, projections, estimation, and forecasts of revenue and other financial and performance metrics, projections of market opportunity and expectations, the Company’s ability to scale and grow its business, the Company’s advantages and expected growth, and its ability to source and retain talent, as applicable. These statements are based on various assumptions, whether or not identified in this press release, and on the current expectations of the Company’s management, and are not predictions of actual performance. These statements involve risks, uncertainties, and other factors that may cause the Company’s actual results, levels of activity, performance, or achievements to materially differ from those expressed or implied by these forward-looking statements. Further information regarding these and other risks, uncertainties, or factors is included in the Company’s filings with the U.S. Securities and Exchange Commission. Although the Company believes that it has a reasonable basis for each forward-looking statement contained in this press release, the Company cautions you that these statements are based on a combination of facts and factors currently known and projections of the future, which are inherently uncertain. The forward-looking statements in this press release represent the views of the Company as of the date of this press release. Subsequent events and developments may cause those views to change. Except as may be required by law, the Company does not undertake any duty to update these forward-looking statements.

 

About Cheche Group Inc.

 

Established in 2014 and headquartered in Beijing, China, Cheche is a leading auto insurance technology platform with a nationwide network of around 108 branches licensed to distribute insurance policies across 25 provinces, autonomous regions, and municipalities in China. Capitalizing on its leading position in auto insurance transaction services, Cheche has evolved into a comprehensive, data-driven technology platform that offers a full suite of services and products for digital insurance transactions and insurance SaaS solutions in China. Learn more at https://www.chechegroup.com/en.

 

Cheche Group Inc.:

 

IR@chechegroup.com

 

Crocker Coulson

Crocker.coulson@aumadvisors.com

(646) 652-7185

 

 

 

Filing Exhibits & Attachments

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